Leveraging Python In Robotics

How Can You Leverage Python for Your Robotics Application

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This talk was part of HydPy Meetup

Link: https://www.meetup.com/hydpygroup/events/289786328/

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Youtube: Link

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I will also be updating this blog with more details and clarity on how to get started

Please go through all the links that I have talked about in the talk. Feel free to explore all of them and shoot me a message if you need help anywhere. In the coming weeks I will give more details on some the most interesting projects.

Autonomous Navigation in ROS (SLAM)

Autonomous Navigation in ROS (SLAM) Video

Build ROS Robot from Scratch

Build Custom Robot Youtube Video

https://www.youtube.com/@BytesByHarsh

Reinforce Learning Projects

https://github.com/DLR-RM/rl-baselines3-zoo
https://github.com/ARISE-Initiative/robosuite
https://github.com/AndrejOrsula/drl_grasping
https://github.com/angelmtenor/RL-ROBOT
https://github.com/kindredresearch/SenseAct

3D Reconstruction Projects

https://github.com/alicevision/Meshroom
https://github.com/mapillary/OpenSfM
https://github.com/nerfstudio-project/nerfstudio
https://github.com/DLR-RM/BlenderProc
https://github.com/shunsukesaito/PIFu
https://github.com/zju3dv/NeuralRecon
https://github.com/gradslam/gradslam
https://github.com/ShichenLiu/SoftRas
https://github.com/andyzeng/tsdf-fusion-python
https://github.com/cvg/nice-slam

Getting Started

https://github.com/AtsushiSakai/PythonRobotics
https://github.com/osrf
https://github.com/nmccrea/sobot-rimulator

Some Other Links:

https://github.com/jason718/awesome-self-supervised-learning
https://github.com/mjyc/awesome-robotics-projects
https://github.com/DLR-RM/stable-baselines3
https://github.com/MichaelGrupp/evo
https://github.com/facebookresearch/votenet
https://github.com/charlesq34/frustum-pointnets
https://github.com/xinshuoweng/AB3DMOT
https://github.com/petercorke/robotics-toolbox-python
https://github.com/gradslam/gradslam
https://github.com/DLR-RM/rl-baselines3-zoo
https://github.com/nicrusso7/rex-gym
https://github.com/ARISE-Initiative/robosuite
https://github.com/mithi/hexapod-robot-simulator
https://github.com/andyzeng/visual-pushing-grasping
https://github.com/utiasDSL/gym-pybullet-drones
https://github.com/devendrachaplot/Neural-SLAM
https://github.com/BYU-PCCL/holodeck
https://github.com/araffin/robotics-rl-srl
https://github.com/clvrai/furniture
https://github.com/nmccrea/sobot-rimulator

Drone

https://github.com/dronekit/dronekit-python
https://github.com/mavlink/MAVSDK-Python